Enhancing epileptic seizure detection via augmentation of electroencephalography (EEG) signals using a single-transistor chaotic oscillator
This data augmentation improves the dimensionality of the EEG dataset, thus improving feature extraction and classification accuracy for various sub-bands of EEG signals, including delta, theta, alpha, beta, and raw signals.